John Paul Mueller

One of Mark Cuban’s top reads for better understanding A.I. (inc.com, 2021) Your comprehensive entry-level guide to machine learning While machine learning expertise doesn’t quite mean you can create your own Turing Test-proof android―as in the movie Ex Machina―it is a form of artificial intelligence and one of the most exciting technological means of identifying opportunities and solving problems fast and on a large scale. Anyone who masters the principles of machine learning is mastering a big part of our tech future and opening up incredible new directions in careers that include fraud detection, optimizing search results, serving real-time ads, credit-scoring, building accurate and sophisticated pricing models―and way, way more. Unlike most machine learning books, the fully updated 2nd Edition of Machine Learning For Dummies doesn't assume you have years of experience using programming languages such as Python (R source is also included in a downloadable form with comments and explanations), but lets you in on the ground floor, covering the entry-level materials that will get you up and running building models you need to perform practical tasks. It takes a look at the underlying―and fascinating―math principles that power machine learning but also shows that you don't need to be a math whiz to build fun new tools and apply them to your work and study. Whether you want to learn for college or to enhance your business or career performance, this friendly beginner's guide is your best introduction to machine learning, allowing you to become quickly confident using this amazing and fast-developing technology that's impacting lives for the better all over the world.

Step into the future with AI The term "Artificial Intelligence" has been around since the 1950s, but a lot has changed since then. Today, AI is referenced in the news, books, movies, and TV shows, and the exact definition is often misinterpreted. Artificial Intelligence For Dummies provides a clear introduction to AI and how it’s being used today. Inside, you’ll get a clear overview of the technology, the common misconceptions surrounding it, and a fascinating look at its applications in everything from self-driving cars and drones to its contributions in the medical field. The world of AI is fascinating—and this hands-on guide makes it more accessible than ever!

Learn Python—the fun and easy way—and get in the programming game today! Python is one of the fastest growing programming languages, and no wonder. It requires three to five times less time than developing in Java, is a great building block for learning both procedural and object-oriented programming concepts, and is an ideal language for data analysis. Beginning Programming with Python For Dummies is the perfect guide to this dynamic and powerful programming language—even if you've never coded before! Author John Paul Mueller draws on his vast programming knowledge and experience to guide you step-by-step through the syntax and logic of programming with Python and provides several real-world programming examples to give you hands-on experience trying out what you've learned. Whether you've never written a line of code or are just trying to pick up Python, there's nothing to fear with the fun and friendly Beginning Programming with Python For Dummies leading the way.

Unleash the power of Python for your data analysis projects with For Dummies! Python is the preferred programming language for data scientists and combines the best features of Matlab, Mathematica, and R into libraries specific to data analysis and visualization. Python for Data Science For Dummies shows you how to take advantage of Python programming to acquire, organize, process, and analyze large amounts of information and use basic statistics concepts to identify trends and patterns. You’ll get familiar with the Python development environment, manipulate data, design compelling visualizations, and solve scientific computing challenges as you work your way through this user-friendly guide. Covers the fundamentals of Python data analysis programming and statistics to help you build a solid foundation in data science concepts like probability, random distributions, hypothesis testing, and regression models Explains objects, functions, modules, and libraries and their role in data analysis Walks you through some of the most widely-used libraries, including NumPy, SciPy, BeautifulSoup, Pandas, and MatPlobLib Whether you’re new to data analysis or just new to Python, Python for Data Science For Dummies is your practical guide to getting a grip on data overload and doing interesting things with the oodles of information you uncover.

Here’s the easy way to learn how to use C++ C++, developed by Bjarne Stroustrup at Bell Labs, is one of the most widely used programming languages, with close to four million C++ programmers and growing. C++’s popularity has earned it a spot as part of the Standard Library. Fully updated for the new C++ 2009 standard, C++ All-in-One for Dummies, 2nd Edition compiles seven books into one. This guidebook covers key topics like an introduction to C++, understanding objects and classes, fixing problems, advanced programming, reading and writing files, advanced C++, and building applications with Microsoft MFC. If you're a C++ newbie, start with Book I. But if you’re experienced with C++, simply jump in anywhere to learn more! This all-in-one reference helps you learn With over 25,000 sold of the previous bestselling edition, this second edition with a bonus CD makes C++ easier to understand. It’s a perfect introduction for new programmers and guide for advanced programmers. CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Discover how algorithms shape and impact our digital world All data, big or small, starts with algorithms. Algorithms are mathematical equations that determine what we see--based on our likes, dislikes, queries, views, interests, relationships, and more--online. They are, in a sense, the electronic gatekeepers to our digital, as well as our physical, world. This book demystifies the subject of algorithms so you can understand how important they are business and scientific decision making.Algorithms for Dummies is a clear and concise primer for everyday people who are interested in algorithms and how they impact our digital lives. Based on the fact that we already live in a world where algorithms are behind most of the technology we use, this book offers eye-opening information on the pervasiveness and importance of this mathematical science--how it plays out in our everyday digestion of news and entertainment, as well as in its influence on our social interactions and consumerism. Readers even learn how to program an algorithm using Python!Become well-versed in the major areas comprising algorithms Examine the incredible history behind algorithms Get familiar with real-world applications of problem-solving procedures Experience hands-on development of an algorithm from start to finish with Python If you have a nagging curiosity about why an ad for that hammock you checked out on Amazon is appearing on your Facebook page, you'll find Algorithm for Dummies to be an enlightening introduction to this integral realm of math, science, and business.

VBA helps you put your computer in its placeWrite programs that automate tasks and make Office 2007 work better for youIf your computer is becoming your boss instead of your servant, start using VBA to tell it what to do Here's the latest on the VBA IDE and program containers, debugging and controlling your programs, working with multiple applications using a single program, and the most exciting stuff -- programming for all the Office 2007 applications.Discover how toCustomize an application's interfaceQuick-launch a VBA programStore and modify informationUse VBA with the RibbonUnderstand object-oriented programmingAvoid runtime errors

The perfect companion to any book on Windows Server 2008 or Windows 7, and the quickest way to access critical information Focusing just on the essentials of command-line interface (CLI), Windows Command-Line Administration Instant Reference easily shows how to quickly perform day-to-day tasks of Windows administration without ever touching the graphical user interface (GUI). Specifically designed for busy administrators, Windows Command-Line Administration Instant Reference replaces many tedious GUI steps with just one command at the command-line, while concise, easy to access answers provide solutions on the spot.Provides practical examples, step-by-step instructions, and contextual information Quick-reference style delivers the commands needed for managing data and the network; working with Active Directory; performing diagnostics and maintenance; and, creating batch files and scripts Covers administration for Windows Server 2008 Server Core, Windows Server 2008 (including R2), and Windows 7 Administrators can get more done in less time with CLI than they can with the standard GUI. Compact enough to keep on hand at all times, Windows Command-Line Administration Instant Reference provides administrators with a convenient, fast and simple way to use CLI.

Take a deep dive into deep learning Deep learning provides the means for discerning patterns in the data that drive online business and social media outlets. Deep Learning for Dummies gives you the information you need to take the mystery out of the topic―and all of the underlying technologies associated with it. In no time, you’ll make sense of those increasingly confusing algorithms, and find a simple and safe environment to experiment with deep learning. The book develops a sense of precisely what deep learning can do at a high level and then provides examples of the major deep learning application types. This book is perfect for those who want to better understand the basis of the underlying technologies that we use each and every day.

Web designers and programmers, add JavaScript to your HTML5 development toolkit without fearModern websites are complex, and some of the most exciting features - things like geolocation, canvas, portability to mobile and more - require JavaScript to leverage what HTML5 can create. Don't know JavaScript? That's where "HTML5 Programming with JavaScript For Dummies" comes in. Rather than walking you through JavaScript as a programming language, it approaches JavaScript as a tool to help you enhance web pages. Helps web designers and programmers tap the full power of HTML5 by leveraging JavaScript, even if they have no prior knowledge of JavaScript Enables readers to produce modern websites with today's technology essentials: portability to mobile devices, animation, the use of Libraries, the Canvas component, and moreEmphasizes practical uses and offers many short examples for illustrationDiscover basic to complex ways to use JavaScript programming syntax to harness the full power of HTML5 and CSS3.

As a web developer, you may not want to spend time making your web app secure, but it definitely comes with the territory. This practical guide provides you with the latest information on how to thwart security threats at several levels, including new areas such as microservices. You ll learn how to help protect your app no matter where it runs, from the latest smartphone to an older desktop, and everything in between.Author John Paul Mueller delivers specific advice as well as several security programming examples for developers with a good knowledge of CSS3, HTML5, and JavaScript. In five separate sections, this book shows you how to protect against viruses, DDoS attacks, security breaches, and other nasty intrusions.Create a security plan for your organization that takes the latest devices and user needs into accountDevelop secure interfaces, and safely incorporate third-party code from libraries, APIs, and microservicesUse sandboxing techniques, in-house and third-party testing techniques, and learn to think like a hackerImplement a maintenance cycle by determining when and how to update your application softwareLearn techniques for efficiently tracking security threats as well as training requirements that your organization can use"

If you’ve been waiting impatiently for the arrival of Windows Server 2008, wait no more! It’s here, and so is Windows Server 2008 All-In-One Desk Reference For Dummies to help you install it, configure it, network with it, secure it, command it with Windows PowerShell, and more. Services best practices and the cool IIS Web server are covered too. The eight powerful quick-reference manuals in this one-stop guide cover all the information you need to perform common administrative tasks with Windows Server 2008. You’ll find sure-handed guidance and considerable detail on everything from installation to figuring out why a user can’t gain access to resources on the server. You also see procedures for all common tasks — everything from setting up Internet Connection Sharing (ICS) to promoting your server to a domain controller. Discover how Windows Server 2008 contains so many features that it’s sometimes hard to know which one to install. No problem! Just flip open Windows Server 2008 All-In-One Desk Reference For Dummies and find your answer in a flash!

Easily get your head in the Cloud with Amazon Web Services With Amazon Web Services (AWS), you can do everything from backing up your personal hard drive to creating a full-fledged IT department in the Cloud. And while major corporations like Adobe and Netflix have turned to AWS for their Cloud computing needs, it isn't just for private companies. Amazon Web Services For Dummies is the singular resource that shows real people with real businesses how to use on-demand IT resources to help their companies grow. If you're like most people just getting their feet wet with this service, your first question is likely to be, "How do I get started with AWS?" This book answers that question—and a multitude more—in language you can understand and shows you how to put this Cloud computing service to work for you right away. AWS is immense and, naturally, intimidating, but with the help of this book, you'll peel back its many layers in no time! Stop wasting time and resources on hardware and software that's quickly outdated. Get started with AWS today!

Microsoft Exchange Server 2007 was made to help you handle e-mail, meeting management, and other essential office services. Microsoft Exchange Server 2007 For Dummies helps you get a handle on Exchange Server. Pretty slick, huh? Here’s the lowdown on installing and administering Microsoft Exchange Server 2007 and taking advantage of all the enhancements in Service Pack 1. With this handy guide, you’ll be able to maximize the security, reliability, and speed that Exchange Server 2007 provides. Microsoft Exchange Server 2007 For Dummies gets you ready to exchange problems for solutions. CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Your guide to the functional programming paradigm Functional programming mainly sees use in math computations, including those used in Artificial Intelligence and gaming. This programming paradigm makes algorithms used for math calculations easier to understand and provides a concise method of coding algorithms by people who aren't developers. Current books on the market have a significant learning curve because they're written for developers, by developers—until now. Functional Programming for Dummies explores the differences between the pure (as represented by the Haskell language) and impure (as represented by the Python language) approaches to functional programming for readers just like you. The pure approach is best suited to researchers who have no desire to create production code but do need to test algorithms fully and demonstrate their usefulness to peers. The impure approach is best suited to production environments because it's possible to mix coding paradigms in a single application to produce a result more quickly. Functional Programming For Dummies uses this two-pronged approach to give you an all-in-one approach to a coding methodology that can otherwise be hard to grasp.Learn pure and impure when it comes to coding Dive into the processes that most functional programmers use to derive, analyze and prove the worth of algorithms Benefit from examples that are provided in both Python and Haskell Glean the expertise of an expert author who has written some of the market-leading programming books to date If you’re ready to massage data to understand how things work in new ways, you’ve come to the right place!

Microsoft .NET is here, but COM and COM+ will be a valuable part of every Microsoft Windows® programmer’s toolbox for years. This in-depth programming guide explains how and where COM and COM+ fit into the new .NET world, demonstrates the new technologies that are available in .NET, and shows how to interoperate between COM/COM+ and .NET. It explains how to use Microsoft Visual Studio® .NET to write traditional COM objects, how to use COM objects in .NET code, and how to use .NET objects as COM objects. It also discusses COM+ topics such as disconnected applications and subscriptions. The authors show you both theoretical and practical approaches—explaining how the mechanisms work and also providing practical advice with sample code to show how to handle interoperability.Topics covered include:The .NET view of COM and COM+Writing COM codeWriting COM+ codeInteroperabilityIncludes sample code on the Web

The handy and fast reference for mastering Windows 8 This quick and easy reference is designed for all users (newbies and seasoned) who are comfortable with the Windows OS and need a fast reference to solve a problem or navigate a new feature without context or explanation. It will be the must-have reference for anyone using Windows 8. Get the completely updated and overhauled edition of this bestselling book with a newly refreshed easy-to-use format.

Reveal your inner business artist with VisioTurn your ideas into diagrams and drawings with Visio's stencils and templatesIf you have an idea you want to get down on electronic paper, Visio 2007 is for you, and so is this book They're both flexible and user-friendly. Here's how to use Visio to capture ideas from simple to intricate, update data in a drawing with a single click, add and manipulate text, work with connectors, and more.Discover how toCreate business, engineering, software, or network diagramsFormat an entire drawing using themesAnalyze "what-if" scenarios with PivotDiagramsProduce layered multipage drawingsSave drawings to publish on the Web

Everything you need to get running with IaaS for Amazon Web Services Modern businesses rely on Infrastructure-as-a-Service (IaaS)—a setup in which someone else foots the bill to create application environments—and developers are expected to know how to write both platform-specific and IaaS-supported applications. If you're a developer who writes desktop and web applications but have little-to-no experience with cloud development, this book is an essential tool in getting started in the IaaS environment with Amazon Web Services.In Amazon Web Services For Developers For Dummies, you'll quickly and easily get up to speed on which language or platform will work best to meet a specific need, how to work with management consoles, ways you'll interact with services at the command line, how to create applications with the AWS API, and so much more.Assess development options to produce the kind of result that's actually needed Use the simplest approach to accomplish any given task Automate tasks using something as simple as the batch processing features offered by most platforms Create example applications using JavaScript, Python, and R Discover how to use the XML files that appear in the management console to fine tune your configuration Making sense of Amazon Web Services doesn't have to be as difficult as it seems—and this book shows you how.

As the only complete reference for Windows command line utilities, this book take an in-depth look at the often-overlooked utilities accessible through the command line in Windows Vista, 2003, XP, and 2000. You’ll learn to locate files, check status, monitor systems, and save time by using scripts to automate time-consuming tasks. Plus, this is the only book on the market with the complete set of Windows command line utilities—including the latest for Vista—and offers solutions that will help increase your productivity.

Your hands-on guide to Entity Framework fundamentals Expand your expertise—and teach yourself the fundamentals of the Microsoft ADO.NET Entity Framework 5. If you have previous programming experience but are new to the Entity Framework, this tutorial delivers the step-by-step guidance and coding exercises you need to master core topics and techniques. Discover how

In today's rapidly changing technological world, it is increasingly important that web and desktop applications be accessible to everyone, including those of us with special needs. However, the legal requirements for accessibility are often convoluted and diffucult to understand, making it impossible for most developers to comply with the laws. In the first book on the market to address the topic, Author John Paul Mueller leads you through the maze of Section 508―the congressional law ensuring that all Americans have access to information technology―and offers comprehensive guidance on how to quickly and easily update your applications to conform to Section 508 requirements. To begin, Mueller outlines the Section 508 requirements that are relevant to web and desktop application developers, and explains the laws in language you can understand. Using extensive and varied program examples, Mueller continues on to teach you to write web and desktop applications that not only conform to Section 508 standards, but look forward to ensure long-term universal accessibility for all types of computer users. Specific topics include writing accessible web applications and desktop applications using Visual Basic .NET and Visual C# .NET, developing special application capabilities, using Microsoft and other third-party tools to develop accessible features, developing accessible scripting solutions, and more. The book even includes a directory of helpful organizations, agencies, and resources to help you with any further accessibility concerns you may have.

Sharpen your knowledge of C# C# know-how is a must if you want to be a professional Microsoft developer. It's also good to know a little C# if you're building tools for the web, mobile apps, or other development tasks. C# 7.0 All-in-One For Dummies offers a deep dive into C# for coders still learning the nuances of the valuable programming language. Pop it open to get an intro into coding with C#, how to design secure apps and databases, and even pointers on building web and mobile apps with C#.C# remains one of the most in-demand programming language skills. The language regularly ranks in the top five among "most in-demand" languages, typically along with Java/JavaScript, C++, and Python. A December 2016 ZDNet article noted 'If your employer is a Microsoft developer, you better know C#." Lucky for you, this approachable, all-in-one guide is here to help you do just that—without ever breaking a sweat!Includes coverage of the latest changes to C#Shows you exactly what the language can (and can't) do Presents familiar tasks that you can accomplish with C# Provides insight into developing applications that provide protection against hackers If you have a basic understanding of coding and need to learn C#—or need a reference on the language in order to launch or further your career—look no further.

Profit with Amazon Web Services—as a Buyer, Seller, or Independent Developer In a few short years, Amazon has evolved from an online bookstore into a complex marketplace comprised of thousands of vendors, millions of customers, and an ever-widening selection of products. With the launch of Amazon Web Services, buyers and sellers have unprecedented access to the immense body of data underpinning this marketplace. Mining Amazon Web Building Applications with the Amazon API shows you what you can do with these powerful tools, and exactly how to do it. As a buyer, you'll build applications that let you comparison-shop far more effectively, consistently saving money and finding exactly the right product. As a seller, you'll leverage Amazon Web Services in ways that help you attract more customers, make more commissioned referrals, and improve your bottom line. This book is also a great resource for independent developers who want to create and publish—even make money with—applications for others. Here's some of what you'll find covered All that's required is some basic experience with any one of several programming languages, including VBA, Visual Basic 6, Visual C++ 6, Visual Basic .NET, Visual C# .NET, Java, and PHP, all of which are fully represented in the book's downloadable code.

SHARPEN YOUR CODING SKILLS If an easy-to-read guide on one of the most popular coding languages is what you need, look no further. C# 'X' All in One For Dummies will teach aspiring coders, and professionals looking to refresh on C#, all the basics of this language. Get an intro to Visual Studio, learn object-oriented C# programming, and join a community dedicated to this language.Updates:- Fully updated for the newest edition of C# (9.0)Records Init only setters Top-level statements Pattern matching enhancements Performance and interop Native sized integers Function pointers Fit and finish features Target-typed new expressions static anonymous functions Target-typed conditional expressions Covariant return types Extension GetEnumerator support for foreach loops Lambda discard parameters Attributes on local functions Module initializers New features for partial methods - More examples & code snippets- Updated for use with Windows 10

Ready to learn programming? Start Here!™ Learn the fundamentals of modern programming with Visual C# 2010—and begin building your first apps for the desktop and web. If you have absolutely no previous experience, no problem—simply start here! This book introduces must-know concepts and techniques through easy-to-follow explanations, examples, and exercises. Here’s where you start learning Visual C#

Thorough coverage of Microsoft’s new dynamic programming language: IronPython IronPython is a powerful and vital part of any .NET developer's toolbox, and although it is several years old, very little literature exists on the topic. This essential resource fills that void and provides you with an in-depth understanding of IronPython. A brief introduction walks you through the installation, usage, and tools of IronPython and also explains what makes IronPython different from other programming languages. Coverage quickly moves on to explaining how to use and work with the IronPython language, and an in-depth look at its environment sheds light on how it can be stand alone or with the .NET Framework. You'll see how IronPython can be used to create either desktop or Web-based applications and you’ll witness how it interacts with other existing technologies. In addition, coverage of advanced topics shares techniques for extending IronPython and making it a robust language. You'll want to devour every topic covered in Professional IronPython so you can get started working with this powerful programming language today.

If you've asked yourself "Why can't I develop database and XML queries in a language I already know?," then Language INtegrated Query, or LINQ, is for you. "LINQ For Dummies" introduces you to LINQ and the .NET Framework technologies, so you can use LINQ to query any object, any data set, any kind of XML, and SQL Server--no questions asked.This plain-English guide gives you a thorough overview of LINQ, from understanding the tasks it performs to making LINQ work with both Visual Basic and Visual Studio 2005. It explains the four LINQ providers in the .NET Framework, the easiest ways to go about accessing data, and how to write more efficient applications with less code using LINQ. There's also clear guidance on combining third-party providers with LINQ to create even more powerful apps. With this single, comprehensive guide, you'll discover how to: Use one query language with all Microsoft languagesExamine .NET language extensions and work with extension methods, partial methods, lambda expressions, and query expressionsLINQ to DataSet operators, SQL server operations, XML API, or Active DirectoryDeal with databases -- download and install the Northwind database, generate Northwind entity classes, and create the Northwind XML mapping fileCreate the partial class example, the partial method example, and the database modification exampleUse objects with LINQQuery databases in Visual Basic and C#As an added bonus, you can visit the companion Web site for LINQ examples in C# and Visual Basic. With "LINQ For Dummies, " you'll link up with LINQ in no time and see how you can query almost anythingNote: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

If you've begun programming using Microsoft's .NET Framework, you've discovered a lot of new and improved functionality. But, more than likely, you've also discovered a lot of missing functionality. Indeed, a third of the functions supported by the old Win32 API are not yet supported by .NET. Although you may not at first notice the loss of Win32 API functionality in .NET, the more you program, the more you'll realize how essential it is. As a programmer, you will not want to do without these solutions. .NET Framework Solutions: In Search of the Lost Win32 API is one more thing you can't do without: a complete guide to your options for dealing with the functionality missing from .NET. As you'll learn, some functions are handily situated within Visual Basic or C#. In most cases, however, you'll need to access the old Win32 API from the .NET Framework. This is demanding work, but this book makes it easy, walking you through every step and paying special attention to the work of managing memory manually--the most error-prone part of the process. The topics covered inside are as varied as the missing functionality: direct hardware access, low-level security control, certain aspects of OS access, support for multimedia and utilities, and DirectX. You also get hard-to-find information on COM access, plus a collection of examples--dealing with DirectX and the MMC Snap-ins--that unite COM and Win32 access in especially illuminating ways. Over time, you can expect to see the .NET Framework expanded to include much of what it now lacks. But your programming tasks can't wait, and .NET Framework Solutions makes you productive--today.

Intelligenza interessante, e anche un po' inquietante. Ed è già fra noi. L'AI ci protegge dalle frodi, prende gli appuntamenti per le visite mediche, è d'aiuto nel customer service e ci assiste nella scelta dei programmi televisivi e nella pulizia della casa. Volete saperne di più? Che siate dei tecnofili o dei semplici curiosi, sarete stupiti da ciò che imparerete!In questo libro troverete tutte le risposte alle vostre domande e scoprirete cos'è (e cosa non è) l'intelligenza artificiale, oltre a considerazioni sulle questioni etiche implicate nell'impiego dell'AI, al suo utilizzo odierno e ad alcune delle meraviglie che, in un futuro non troppo distante, sarà in grado di fare.